{"id":"https://openalex.org/W4403577439","doi":"https://doi.org/10.1145/3627673.3679831","title":"Navigating the Landscape of Reproducible Research: A Predictive Modeling Approach","display_name":"Navigating the Landscape of Reproducible Research: A Predictive Modeling Approach","publication_year":2024,"publication_date":"2024-10-20","ids":{"openalex":"https://openalex.org/W4403577439","doi":"https://doi.org/10.1145/3627673.3679831"},"language":"en","primary_location":{"id":"doi:10.1145/3627673.3679831","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.18276","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065625279","display_name":"Akhil Pandey Akella","orcid":"https://orcid.org/0009-0001-8610-3195"},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]},{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akhil Pandey Akella","raw_affiliation_strings":["Northern Illinois University & Northwestern University, Dekalb, IL, USA"],"raw_orcid":"https://orcid.org/0009-0001-8610-3195","affiliations":[{"raw_affiliation_string":"Northern Illinois University & Northwestern University, Dekalb, IL, USA","institution_ids":["https://openalex.org/I102502594","https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112500027","display_name":"Sagnik Ray Choudhury","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sagnik Ray Choudhury","raw_affiliation_strings":["University of North Texas, Denton, TX, USA"],"raw_orcid":"https://orcid.org/0009-0001-0524-849X","affiliations":[{"raw_affiliation_string":"University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109832145","display_name":"David Koop","orcid":"https://orcid.org/0000-0002-4422-6162"},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Koop","raw_affiliation_strings":["Northern Illinois University, Dekalb, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-4422-6162","affiliations":[{"raw_affiliation_string":"Northern Illinois University, Dekalb, IL, USA","institution_ids":["https://openalex.org/I102502594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065954205","display_name":"Hamed Alhoori","orcid":"https://orcid.org/0000-0002-4733-6586"},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamed Alhoori","raw_affiliation_strings":["Northern Illinois University, Dekalb, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-4733-6586","affiliations":[{"raw_affiliation_string":"Northern Illinois University, Dekalb, IL, USA","institution_ids":["https://openalex.org/I102502594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1993266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9598000049591064,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9476000070571899,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6421331167221069},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4044608175754547}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6421331167221069},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4044608175754547}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3627673.3679831","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2410.18276","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.18276","pdf_url":"https://arxiv.org/pdf/2410.18276","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2410.18276","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.18276","pdf_url":"https://arxiv.org/pdf/2410.18276","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3951454876","display_name":"Collaborative Research: Identifying Reproducible Research Using Human-in-the-loop Machine Learning","funder_award_id":"2022443","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403577439.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2283438976","https://openalex.org/W2307814545","https://openalex.org/W2431100065","https://openalex.org/W2538248335","https://openalex.org/W2743156140","https://openalex.org/W2744947029","https://openalex.org/W2788572835","https://openalex.org/W2790858109","https://openalex.org/W2810053269","https://openalex.org/W2883754520","https://openalex.org/W2950374652","https://openalex.org/W3013688454","https://openalex.org/W3023516546","https://openalex.org/W3044177754","https://openalex.org/W3108226083","https://openalex.org/W3109268737","https://openalex.org/W3142490982","https://openalex.org/W3162597835","https://openalex.org/W3189710485","https://openalex.org/W4230625563","https://openalex.org/W4283815428","https://openalex.org/W4293261616","https://openalex.org/W4382362682","https://openalex.org/W4382363179"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"reproducibility":[1,16,42,117,150],"of":[2,10,23,49,70,151],"scientific":[3,152],"articles":[4],"is":[5,43],"central":[6],"to":[7,20,75,98,104],"the":[8,21,35,47,90,95,111,135,149],"advancement":[9],"science.":[11],"Despite":[12],"this":[13,31],"importance,":[14],"evaluating":[15,148],"remains":[17],"challenging":[18],"due":[19],"scarcity":[22],"ground":[24],"truth":[25],"data.":[26],"Predictive":[27],"models":[28],"can":[29],"address":[30,64],"limitation":[32],"by":[33,94],"streamlining":[34],"tedious":[36],"evaluation":[37],"process.":[38],"Typically,":[39],"a":[40,77,100,144],"paper's":[41],"inferred":[44],"based":[45],"on":[46,83,138],"availability":[48],"artifacts":[50,69],"such":[51,123],"as":[52,72,124],"code,":[53],"data,":[54],"or":[55],"supplemental":[56],"information,":[57],"often":[58],"without":[59],"extensive":[60],"empirical":[61],"investigation.":[62],"To":[63],"these":[65],"issues,":[66],"we":[67],"utilized":[68],"papers":[71,133],"fundamental":[73],"units":[74],"develop":[76],"novel,":[78],"dual-spectrum":[79],"framework":[80],"that":[81,120],"focuses":[82],"author-centric":[84,91],"and":[85,106,118,126],"external-agent":[86,96],"perspectives.":[87],"We":[88,109],"used":[89],"spectrum,":[92,97],"followed":[93],"guide":[99],"structured,":[101],"model-based":[102],"approach":[103],"quantify":[105],"assess":[107],"reproducibility.":[108],"explored":[110],"interdependencies":[112],"between":[113],"different":[114],"factors":[115],"influencing":[116],"found":[119],"linguistic":[121],"features":[122],"readability":[125],"lexical":[127],"diversity":[128],"are":[129],"strongly":[130],"correlated":[131],"with":[132],"achieving":[134],"highest":[136],"statuses":[137],"both":[139],"spectrums.":[140],"Our":[141],"work":[142],"provides":[143],"model-driven":[145],"pathway":[146],"for":[147],"research.":[153]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2024-10-20T00:00:00"}